2 papers
cs.NI2025
A Unified Learning-based Optimization Framework for 0-1 Mixed Problems in Wireless Networks
Kairong Ma, Yao Sun, Shuheng Hua +2
Several wireless networking problems are often posed as 0-1 mixed optimization problems, which involve binary variables (e.g., selection of access points, channels, and tasks) and…
cs.NI2025
A Mathematical Framework of Semantic Communication based on Category Theory
Shuheng Hua, Yao Sun, Kairong Ma +2
While semantic communication (SemCom) has recently demonstrated great potential to enhance transmission efficiency and reliability by leveraging machine learning (ML) and knowledge…